Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation Paper • 2607.11886 • Published 4 days ago • 70
Exploring the Design Space of Reward Backpropagation for Flow Matching Paper • 2606.11075 • Published Jun 9 • 11
On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models Paper • 2602.03392 • Published Feb 3 • 59
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research Paper • 2509.13312 • Published Sep 16, 2025 • 107